Run Llama3.1-8B (LLM) on DigitalOcean CPU droplet

Llama is an open-source pre-trained LLM released by Meta which can be used to run ChatGPT like prompts locally on CPU or GPU. Llama comes in different sizes like 1B parameters, 8B, 70B and 405B. The capability of the LLM increases with the number of parameters. This is preferred to OpenAI API because using Llama locally gives more native support.

The 8B variant of LLM performs reasonably well and can ask moderate level questions and write simple code as well. This is something 1B variant cannot...